Building a Stronger Business Case for University Recruiting

As the Early Careers market continues to evolve, University Recruiting programs face a new level of executive scrutiny. Leaders are now asked to answer a not-so-straightforward question: Why is this program a business necessity?

The teams that successfully answer that question build a business case grounded in evidence. They shift from defending budgets to showing University Recruiting produces outcomes the business needs.

Building the business case starts with four challenges UR leaders consistently face and the strategic responses that strengthen their position.

Challenge 1: Connecting UR to Evolving Business Needs

Despite rapid change and ongoing uncertainty, Early Careers is not disappearing. But, the expectations of the function are changing. University Recruiting leaders who do not demonstrate how their work supports the business risk budget cuts or program dissolution.

Veris Insights data show that the leading drivers of UR program contraction come from broader business pressures. A six-month investigation in 2025 of more than 250 Early Career programs found:

• 46% of programs have suffered from budget and economic pressure
• 25% of programs had business strategy shifts
• 22% had leadership priority shifts

And, in the past year, over a third of UR teams faced headcount reductions or changed reporting structure. 

Identifying UR’s role requires understanding how stakeholders perceive the program. Do business leaders see internships as a strategic hiring channel, or as a nonessential talent program? If internships are not tied to a specific business problem, they become easier to question when budgets tighten.

Many University Recruiting leaders start by asking, “How many interns do we need?” But that question can put UR in the wrong frame from the beginning. The better question is: “What full-time roles does the business expect to need, and where can early talent help fill those gaps?”

→Download the Internship prep guide for University Recruiting teams

This shift moves University Recruiting out of the narrow box of “we hire students” and into a strategic role as a workforce planning partner. When UR is tied to future role demand, skill gaps, and conversion needs, it becomes easier to show how Early Career hiring fits into the budget, business strategy, and leadership priority.

As demand for AI-ready talent rises, specialized skills acquisition gives Early Careers leaders a stronger way to demonstrate the program’s strategic value. Demand for AI fluency grew sevenfold between 2023 and 2025, reaching seven million job postings requiring AI skills. That pace of growth makes waiting to acquire these skills through experienced hiring alone an increasingly risky workforce strategy. Early Career programs can acquire cost-effective, AI-fluent, and AI-native talent. In this environment, UR helps the business build the skills it will need next.

→ Find out how employers are defining AI fluency and hiring for it

UR programs become essential when leaders connect Early Career talent to the organization’s broader hiring strategy and future workforce needs. This shifts the conversation beyond intern volume and positions UR as a strategic workforce investment.

Challenge 2: Demonstrating Value When Future Demand is Uncertain

Conversion is one of the most common ways UR teams demonstrate value, but it is difficult to defend a pipeline when future roles, headcount, and workforce priorities remain uncertain. The argument cannot simply be, “our interns fill full-time needs.” Rather than defending conversion as a standalone metric, UR teams can reframe Early Career hiring as a way to build adaptable talent before the business feels the full impact of future shortages.

→ Learn how to solve workforce planning through this guide

As organizations determine how roles will evolve, how AI will reshape work, and where critical skill gaps will emerge, Early Career talent offers something conversion rates alone cannot capture: workforce agility. With one in four jobs expected to see 75% of their required skills change, organizations need talent that can learn, adapt, and grow alongside the business. Interns and new graduates provide a flexible bench that can be developed around evolving needs before skills shortages become urgent.

Conversion still matters, but it should serve as evidence of a broader workforce strategy, not the strategy itself. The stronger business case connects Early Career hiring to future skill development, talent agility, and long-term workforce readiness.

→ Download the guide to making the case for intern conversion

Challenge 3: Building Credible Evidence From Fragmented Data

As budgets face greater scrutiny, pressure is passed down to leaders to prove their function’s value against company goals. For University Recruiting teams, this means data fluency is a prerequisite for leading with credibility, influencing stakeholders, and driving organizational change.

In many cases, the data UR teams need is distributed throughout the business. Knowing where to find it and how to work across teams to gather it is fundamental.

As UR teams begin gathering data, three common challenges tend to emerge.

#1. “We don’t collect that data or have access to it”

Before ruling out access or assuming the data doesn’t exist, look beyond the UR function. Heads of Talent Acquisition, HR leaders outside of UR, ATS or HRIS system managers, and finance partners may already have data related to cost, retention, performance, conversion, source of hire, or headcount planning. The challenge may be less about collecting new data and more about identifying who already owns it.

#2. “We have the data… in a very messy Excel spreadsheet.”

Available data doesn’t have to be perfect to be useful. Even messy, incomplete, or manually processed datasets can provide a valuable starting point.

Before disregarding the data, leaders can identify internal resources that may help process and analyze the data. Data analytics teams, recruiters, HR operations partners, interns, or Early Career hires with analytics experience may be able to turn scattered information into usable insights. Even imperfect data can help identify patterns, reveal gaps, and create a foundation for stronger measurement over time.

#3. “We don’t have the time to take this on.”

Investing in consistent, rigorous data collection helps teams save time. Without reliable data, teams often have to respond to one-off stakeholder requests, rebuild reports manually, or defend decisions without clear evidence. With stronger data practices in place, UR teams can answer questions faster, make decisions more confidently, and spend less time scrambling for proof when budget or program value is questioned, saving a lot of time in the long run.

As an example, one UR team used data storytelling to make the business case for intern conversion. The team built a narrative that clearly showed how missed conversions increased reliance on more costly external hiring, created additional work for recruiters, and delayed progress toward headcount goals. It also revealed that the organization was paying twice for talent: first to develop interns and again to hire externally. By connecting conversion data to these broader consequences, the team transformed a standard UR metric into a business story about cost, recruiter capacity, and workforce planning.

Strong data systems are not built overnight. The goal is to start with the data already available, identify what is missing, and build toward a more credible, repeatable way to show how Early Careers contribute to the business.

→ Upskill in data-driven storytelling in just 30 minutes

Challenge 4: Protecting Strategic Investments Under Budget Scrutiny

When budget tightens, UR leaders are often asked to justify every activity: every campus visit, vendor, event, sponsorship, job board, and partnership. What once may have been a standard cost of running a UR program can quickly become a line item that needs clear business rationale. UR leaders should not try to defend each activity equally. They should identify which investments contribute most directly to the workforce outcomes the business values.

Comparisons between Early Career and external hiring can strengthen that assessment. Cost per hire, retention, performance and promotion velocity can show whether Early Career talent delivers greater value over time. But these comparisons are only persuasive when supported by credible program data. Recently we heard from one organization that with data that proved converted interns were outperforming sales metrics compared to new full-time hires, they were able to increase the size of their program by as much as 20% the following summer.

The strongest business cases are built before budget pressure begins. UR cannot be turned off and restarted without consequences. Hiring outcomes may take one to three years to materialize, while cuts can weaken school relationships, disrupt talent pipelines, and create significant rebuilding costs. By connecting each investment to long-term hiring, retention, leadership pipeline, or cost-efficiency goals, UR leaders can determine what can be reduced, what can be redesigned, and what the business cannot afford to lose.

→ Download the guide on how University Recruiting leaders adapt to budget cuts

Build the Case Before the Business Demands One

UR leaders should not wait until their program is under scrutiny to explain its value. By then, the conversation is already about defending costs rather than shaping workforce strategy.

Building the case starts with identifying the business needs UR is positioned to address. From there, leaders can select the evidence that demonstrates that contribution, translate it for each stakeholder, and communicate the case consistently. The goal is to show which Early Career investments support the organization’s future talent needs and what the business risks by losing them.

The time to establish that value is before budgets, headcount, or program scope are challenged. Our downloadable guide provides a practical framework for building a business case that positions UR as a workforce investment tied to measurable business outcomes.